He Zhao

50 papers A* 2Journal 30Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A spatiotemporal model for future fundus image prediction with irregularly sampled sequential data.
Appl. Soft Comput.
Mengxuan Li, He Zhao, Weihang Zhang, Jie Xu, Huiqi Li
2026 J jnl
Leveraging Persistence Image to Enhance Robustness and Performance in Curvilinear Structure Segmentation.
CoRR
Zhuangzhi Gao, Feixiang Zhou, He Zhao, Xiuju Chen, Xiaoxin Li, Qinkai Yu, Yitian Zhao, Alena Shantsila, Gregory Yoke Hong Lip, Eduard Shantsila, Yalin Zheng
2025 A* conf
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CVPR
Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng
2025 J jnl
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized?
CoRR
Jianyang Xie, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Yalin Zheng
2025 J jnl
FasterSal: Robust and Real-Time Single-Stream Architecture for RGB-D Salient Object Detection.
IEEE Trans. Multim.
Jing Zhang, Ruiheng Zhang, Lixin Xu, Xiankai Lu, Yushu Yu, Min Xu, He Zhao
2025 — conf
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation.
MICCAI (16)
Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng
2025 J jnl
GLCP: Global-to-Local Connectivity Preservation for Tubular Structure Segmentation.
CoRR
Feixiang Zhou, Zhuangzhi Gao, He Zhao, Jianyang Xie, Yanda Meng, Yitian Zhao, Gregory Yoke Hong Lip, Yalin Zheng
2025 J jnl
GROK: From Quantitative Biomarkers to Qualitative Diagnosis via a Grounded MLLM with Knowledge-Guided Instruction.
CoRR
Zhuangzhi Gao, Hongyi Qin, He Zhao, Qinkai Yu, Feixiang Zhou, Eduard Shantsila, Uazman Alam, Alena Shantsila, Wahbi K. El-Bouri, Gregory Yoke Hong Lip, Yalin Zheng
2025 A* conf
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer.
AAAI
Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer.
CoRR
Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
Plasticine: A Traceable Diffusion Model for Medical Image Translation.
CoRR
Tianyang Zhanng, Xinxing Cheng, Jun Cheng, Shaoming Zheng, He Zhao, Huazhu Fu, Alejandro F. Frangi, Jiang Liu, Jinming Duan
2025 J jnl
ScanAhead: Simplifying standard plane acquisition of fetal head ultrasound.
Medical Image Anal.
Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer.
Medical Image Anal.
Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2025 J jnl
Two-stage sand-dust image enhancement method based on concentration scaling and domain adaptation.
Knowl. Based Syst.
Yuting Yu, Zhidong Yang, Ruiheng Zhang, Bosheng Ding, Lixin Xu, He Zhao
2025 — conf
tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-Based Glaucoma Forecasting.
MICCAI (1)
Yuheng Fan, Jianyang Xie, Yimin Luo, Yanda Meng, Savita Madhusudhan, Gregory Yoke Hong Lip, Li Cheng, Yalin Zheng, He Zhao
2024 J jnl
A spatiotemporal convolution recurrent neural network for pixel-level peripapillary atrophy prediction using sequential fundus images.
Appl. Soft Comput.
Mengxuan Li, Weihang Zhang, He Zhao, Yubin Xu, Jie Xu, Huiqi Li
2024 J jnl
Adaptive enhancement of cataractous retinal images for contrast standardization.
Medical Biol. Eng. Comput.
Bingyu Yang, Lvchen Cao, He Zhao, Huiqi Li, Hanruo Liu, Ningli Wang
2024 J jnl
Anomaly Detection for Medical Images Using Heterogeneous Auto-Encoder.
IEEE Trans. Image Process.
Shuai Lu, Weihang Zhang, He Zhao, Hanruo Liu, Ningli Wang, Huiqi Li
2024 — conf
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-Aware Prompting.
MICCAI (1)
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
2024 J jnl
CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting.
CoRR
Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang, Huazhu Fu, Yitian Zhao, Yalin Zheng, Yanda Meng
2024 — conf
Coral-CVDs: A Consistent Ordinal Regression Model for Cardiovascular Diseases Grading.
OMIA@MICCAI
Zhuangzhi Gao, He Zhao, Zhongli Wu, Yuankai Wang, Gregory Yoke Hong Lip, Alena Shantsila, Eduard Shantsila, Yalin Zheng
2024 — conf
Multi-disease Detection in Retinal Images Guided by Disease Causal Estimation.
MICCAI (1)
Jianyang Xie, Xiuju Chen, Yitian Zhao, Yanda Meng, He Zhao, Anh Nguyen, Xiaoxin Li, Yalin Zheng
2024 — conf
STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos.
MICCAI (4)
Divyanshu Mishra, Pramit Saha, He Zhao, Olga Patey, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
A Machine Learning Method for Automated Description and Workflow Analysis of First Trimester Ultrasound Scans.
IEEE Trans. Medical Imaging
Robail Yasrab, Zeyu Fu, He Zhao, Lok Hin Lee, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
A deep network using coarse clinical prior for myopic maculopathy grading.
Comput. Biol. Medicine
Yun Sun, Yu Li, Fengju Zhang, He Zhao, Hanruo Liu, Ningli Wang, Huiqi Li
2023 — conf
Automated Description and Workflow Analysis of Fetal Echocardiography in First-Trimester Ultrasound Video Scans.
ISBI
Robail Yasrab, Mohammad Alsharid, Md. Mostafa Kamal Sarker, He Zhao, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
Dual Conditioned Diffusion Models for Out-Of-Distribution Detection: Application to Fetal Ultrasound Videos.
CoRR
Divyanshu Mishra, He Zhao, Pramit Saha, Aris T. Papageorghiou, J. Alison Noble
2023 — conf
Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos.
MICCAI (1)
Divyanshu Mishra, He Zhao, Pramit Saha, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
Memory-based unsupervised video clinical quality assessment with multi-modality data in fetal ultrasound.
Medical Image Anal.
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 J jnl
PKRT-Net: Prior knowledge-based relation transformer network for optic cup and disc segmentation.
Neurocomputing
Shuai Lu, He Zhao, Hanruo Liu, Huiqi Li, Ningli Wang
2023 J jnl
Retinal image enhancement with artifact reduction and structure retention.
Pattern Recognit.
Bingyu Yang, He Zhao, Lvchen Cao, Hanruo Liu, Ningli Wang, Huiqi Li
2023 J jnl
Semi-supervised peripapillary atrophy segmentation with shape constraint.
Comput. Biol. Medicine
Mengxuan Li, Weihang Zhang, Ruixiao Yang, Jie Xu, He Zhao, Huiqi Li
2023 — conf
Towards Standard Plane Prediction of Fetal Head Ultrasound with Domain Adaption.
ISBI
Qianhui Men, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2023 — conf
Ultrasound Video Segmentation with Adaptive Temporal Memory.
ASMUS@MICCAI
He Zhao, Qianhui Men, Alexander D. Gleed, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
AMD Classification Based on Adversarial Domain Adaptation with Center Loss.
ISBI
Shengzhu Yang, Xi Zhang, He Zhao, Huiqi Li, Hanruo Liu, Ningli Wang
2022 — conf
End-to-End First Trimester Fetal Ultrasound Video Automated CRL And NT Segmentation.
ISBI
Robail Yasrab, Zeyu Fu, Lior Drukker, Lok Hin Lee, He Zhao, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
First Trimester Video Saliency Prediction Using Clstmu-Net with Stochastic Augmentation.
ISBI
Elizaveta Savochkina, Lok Hin Lee, He Zhao, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2022 — conf
MSRT: Multi-Scale Spatial Regularization Transformer For Multi-Label Classification in Calcaneus Radiograph.
ISBI
Yuxuan Mu, He Zhao, Jia Guo, Huiqi Li
2022 — conf
Peripapillary Atrophy Segmentation Based on ASM Loss.
ISBI
Mengxuan Li, He Zhao, Jie Xu, Huiqi Li
2022 — conf
Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-modality Data.
MICCAI (4)
He Zhao, Qingqing Zheng, Clare Teng, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble
2021 J jnl
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features.
IEEE Trans. Medical Imaging
He Zhao, Yuexiang Li, Nanjun He, Kai Ma, Leyuan Fang, Huiqi Li, Yefeng Zheng
2021 J jnl
Deep Representation-Based Domain Adaptation for Nonstationary EEG Classification.
IEEE Trans. Neural Networks Learn. Syst.
He Zhao, Qingqing Zheng, Kai Ma, Huiqi Li, Yefeng Zheng
2021 — conf
Peripapillary Atrophy Segmentation with Boundary Guidance.
OMIA@MICCAI
Mengxuan Li, He Zhao, Jie Xu, Huiqi Li
2020 J jnl
Improving retinal vessel segmentation with joint local loss by matting.
Pattern Recognit.
He Zhao, Huiqi Li, Li Cheng
2020 J jnl
Retinal vascular junction detection and classification via deep neural networks.
Comput. Methods Programs Biomed.
He Zhao, Yun Sun, Huiqi Li
2019 — conf
Data-Driven Enhancement of Blurry Retinal Images via Generative Adversarial Networks.
MICCAI (1)
He Zhao, Bingyu Yang, Lvchen Cao, Huiqi Li
2019 J jnl
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis.
IEEE Trans. Medical Imaging
He Zhao, Huiqi Li, Sebastian Maurer-Stroh, Yuhong Guo, Qiuju Deng, Li Cheng
2018 J jnl
Synthesizing retinal and neuronal images with generative adversarial nets.
Medical Image Anal.
He Zhao, Huiqi Li, Sebastian Maurer-Stroh, Li Cheng
2017 J jnl
Segment 2D and 3D Filaments by Learning Structured and Contextual Features.
IEEE Trans. Medical Imaging
Lin Gu, Xiaowei Zhang, He Zhao, Huiqi Li, Li Cheng
2017 J jnl
Synthesizing Filamentary Structured Images with GANs.
CoRR
He Zhao, Huiqi Li, Li Cheng